Eightfold AI, HireEZ, Entelo.
GitPrime/Pluralsight Flow, CodeScene.
SkillSyncer, Jobscan, FlashRecruit.
iMocha, Skills Base, Skillsoft.
LinkedIn Recruiter, Hired, Triplebyte.
GitHub contribution analysis produces an objective engineering capability signal that resumes and interviews do not capture. The code quality and collaboration pattern data is public but the evaluation models are proprietary. Founders being elite open-source contributors gives them credibility with the exact engineering talent the product evaluates.
Using transformer-based code analysis for skill assessment, knowledge graph reasoning for capability mapping, and PR behavior classification.
Autonomous AI engineer that discovers better algorithms than DeepMind at a fraction of the cost.
Beat DeepMind's AlphaEvolve on an NP-hard problem for under $10 in compute. If that result generalizes, Aemon sells automated R&D to quant funds and biotech labs at a fraction of what they spend on human researchers.
Defines how the world measures progress toward artificial general intelligence.
Chollet wrote the benchmark every frontier lab uses to measure AGI progress, and now he controls the next version. That gives ARC Prize a chokehold on how the industry defines and funds intelligence research.
Turns doomscrolling into language learning with adaptive video feeds and clickable subtitles.
Duolingo gamified language learning. Doomersion replaces doomscrolling with it. Adaptive video feeds of native content with clickable subtitles, built by a founder who self-taught Japanese through 6 years of immersion and understands how acquisition actually works.
Gives the 98% of schools without a library system an AI-powered cataloging and search platform.
98% of schools worldwide lack a proper library system. Librar collapses cataloging from weeks to hours using camera-based bulk scanning and a self-healing data backend. The niche is small but uncontested, and the data asset (structured literary metadata) compounds.